Cancer recognition with bagged ensembles of support vector machines.
Giorgio ValentiniMarco MuselliFrancesca RuffinoPublished in: Neurocomputing (2004)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- random forests
- recognition rate
- object recognition
- pattern recognition
- maximum margin
- recognition accuracy
- logistic regression
- feature extraction
- decision trees
- kernel function
- automatic recognition
- regression trees
- ensemble learning
- support vector machine
- feature selection
- recognition process
- base classifiers
- action recognition
- neural network
- lung cancer
- generalization ability
- ensemble methods
- radial basis function
- breast cancer
- training examples
- character recognition
- svm classifier
- loss function
- learning algorithm
- machine learning
- data sets